Table 4.

Classification of RP and HDO in darkness conditions.

RP versus HDO in light conditions	MLP		SVM
	Input indexes	Error	Input indexes	Error
3 inputs	Size DET STDy	19.2%	RR MNF MNFy	26.9%
4 inputs	Size RR DET STDy	19.2%	Size DET MNF STDy	26.9%
5 inputs	Size RR DET F Low  STDy	15.4%	Size DET MNF MNFy  STDy	26.9%

Set of input features (with 3, 4, or 5 inputs) providing best classification of RP and HDO in darkness.